2 papers
cs.LG2024
Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking
Robert Reed, Hanspeter Schaub, Morteza Lahijanian
Autonomous spacecraft control via Shielded Deep Reinforcement Learning (SDRL) has become a rapidly growing research area. However, the construction of shields and the definition of…
cs.LG2023
The Physics-Informed Neural Network Gravity Model: Generation III
John Martin, Hanspeter Schaub
Scientific machine learning and the advent of the Physics-Informed Neural Network (PINN) have shown high potential in their ability to solve complex differential equations. One exa…